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Automation Risk Analysis

Will “Artificial Breeding Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Artificial Breeding Technician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Artificial Breeding Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biological Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.

Avg. Annual Salary $58,020
Avg. Hourly Wage $27.89
Available Jobs (US) 76,190
Job Title & Hierarchy Code (SOC) Biological Technicians #19-4021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biological Technicians”

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Core Skills & Abilities

  • Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.

  • Input data into databases.

  • Monitor laboratory work to ensure compliance with set standards.

  • Clean, maintain and prepare supplies and work areas.

  • Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.

  • Examine animals and specimens to detect the presence of disease or other problems.

  • Isolate, identify and prepare specimens for examination.

  • Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.

  • Feed livestock or laboratory animals.

  • Measure or weigh compounds and solutions for use in testing or animal feed.

  • Analyze experimental data and interpret results to write reports and summaries of findings.

  • Keep detailed logs of all work-related activities.

  • Place orders for laboratory equipment and supplies.

  • Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.

  • Monitor and observe experiments, recording production and test data for evaluation by research personnel.

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.

Technologies & Software

  • Microsoft Excel
  • Thomson EndNote
  • Mistral (Mistral AI)
  • DeepSeek
  • Microsoft Access
  • Systat Software TableCurve
  • Semantic Scholar AI
  • IBM Lotus 1-2-3
  • Qwen (Alibaba)
  • Claude (Anthropic)
  • Microsoft Project
  • Microsoft PowerPoint
  • MapInfo MapMarker
  • Primer3
  • Harvard Graphics
  • ClustalW
  • BD Biosciences CellQuest
  • Laboratory information management system LIMS
  • PolyBayes
  • Systat Software SigmaPlot
  • Microsoft Office software
  • SAS
  • Consensus
  • Word processing software
  • Corel WordPerfect Office Suite
  • Graphics software
  • Phred
  • Statistical software
  • Microsoft .NET Framework
  • Geographic information system GIS software
  • Nova (Amazon)
  • Kimi (Moonshot AI)
  • Gemini (Google)
  • BoxShade
  • Adobe Acrobat
  • Gene Runner
  • Database software
  • Microsoft Word
  • Mistral AI (chat/models)
  • Phrap
  • Perplexity AI
  • ESRI ArcGIS software
  • Gene Codes Sequencher
  • Llama (Meta)
  • NotebookLM (Google)
  • Microsoft Outlook
  • Gemini for Workspace
  • Grok (xAI)
  • Adobe Photoshop
  • Elicit
  • ChatGPT (OpenAI)
  • Scite AI
  • Waterbaths
  • Light/tissue culture microscopes
  • Microplate shakers
  • Microplate readers
  • High-voltage electrophoresis apparatus
  • Full-face respirators
  • Flow cytometers
  • Refrigerated centrifuges
  • Aerobic growth chambers
  • Ultrasonic cleaners
  • Coulter counters
  • Petri dishes
  • Microplate washers
  • Automated microplate ELISA readers
  • Laboratory ovens
  • Analytical balances
  • Titration burets
  • Personal computers
  • Inherit sequencing analysis systems
  • Inverted microscopes
  • Cytofluorographs
  • Vacuum dehydration units
  • Deoxyribonucleic acid DNA synthesizers
  • Polymerase chain reaction PCR thermocyclers
  • Gas chromatographs GC
  • Glass washers
  • Fluorometers
  • Ultraviolet water purification systems
  • Anaerobic growth chambers
  • Automated tissue/slide stainers
  • Centrifuges
  • Incubators
  • Deoxyribonucleic acid DNA sequencers
  • Microcentrifuges
  • Polymerase chain reaction PCR equipment
  • Incubator microscopes
  • Autoclaves
  • Imaging systems
  • Automatic pipetters
  • Amino acid analyzers
  • Hybridization ovens
  • Homogenizers
  • Sterilizers
  • Protein sequencers
  • Laser printers
  • Fluoride electrodes
  • Stirring hotplates
  • Agitators
  • Inoculating loops
  • Ultracentrifuges
  • Ultralow freezers
  • Balances
  • Multichannel pipetters
  • Liquid handling robots
  • Automated cell counters
  • Ultramicrotomes
  • Bioanalyzers
  • Water jacketed incubators
  • Biological containment hoods
  • Gel chromatography equipment
  • Electrophoresis boxes
  • Dissection microscopes
  • Distillation equipment
  • Radioactive counters
  • Test tubes
  • Robotic laboratory equipment
  • Volumetric glassware
  • Gel imaging apparatus
  • Hematology cell counters
  • Spectrophotometers
  • Notebook computers
  • Electrophorators
  • Drying ovens
  • pH meters
  • Paraffin embedding consoles
  • Conductivity meters
  • Liquid nitrogen freezers

Alternative Job Titles